Avinash Ummadisingu

Avinash Ummadisingu

Senior Research Engineer at Noeon Research.
Previously, Team Lead, Lab/Research at JAPAN AI, and Researcher/Engineer at Preferred Networks, working on LLM post-training, reinforcement learning, and robotic manipulation.

I earned a Master of Science in Informatics from Università della Svizzera italiana (USI) in 2018, supervised by Prof. Jürgen Schmidhuber and Dr. Paulo E. Rauber. I hold a B.E. in Computer Science from Bangalore Institute of Technology (2010–2014).

My work spans LLM reasoning and post-training, agentic systems and memory, reinforcement learning, robotic manipulation under uncertainty, 3D reconstruction, and implicit representations.

Publications

Research Videos

Open Source & Community